Ahmet Erdem

According to our database, Ahmet Erdem authored at least 14 papers between 2012 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Exploration and mapping of deep neural networks to low-power hardware accelerators and FPGAs.

Ahmet Erdem

PhD thesis, 2020

Runtime Design Space Exploration and Mapping of DCNNs for the Ultra-Low-Power Orlando SoC.

Ahmet Erdem, Cristina Silvano, Thomas Boesch, Andrea C. Ornstein, Surinder Pal Singh, Giuseppe Desoli

ACM Trans. Archit. Code Optim., 2020

GPU Accelerated Feature Engineering and Training for Recommender Systems.

Benedikt Schifferer, Gilberto Titericz, Chris Deotte, Christof Henkel, Kazuki Onodera, Jiwei Liu, Bojan Tunguz, Even Oldridge, Gabriel de Souza Pereira Moreira, Ahmet Erdem

Proceedings of the RecSys Challenge '20: Proceedings of the Recommender Systems Challenge 2020, 2020

A Tile-based Fused-layer CNN Accelerator for FPGAs.

Fabrizio Indirli, Ahmet Erdem, Cristina Silvano

Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

2019

A Tile-based Fused-Layer Approach to Accelerate DCNNs on Low-Density FPGAs.

Ahmet Erdem, Danijela Babic, Cristina Silvano

Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems, 2019

Blockchain Blockchain for Ensuring Security Security , Privacy Privacy , and Trust Trust in IoT IoT Environments: The State of the Art.

Ahmet Erdem, Sevgi Özkan Yildirim, Pelin Angin

Proceedings of the Security, Privacy and Trust in the IoT Environment, 2019

2018

Parallelized Convolutions for Embedded Ultra Low Power Deep Learning SoC.

Lorenzo Cunial, Ahmet Erdem, Cristina Silvano, Mirko Falchetto, Andrea C. Ornstein, Emanuele Plebani, Giuseppe Desoli, Danilo Pau

Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

Design Space Pruning and Computational Workload Splitting for Autotuning OpenCL Applications.

Ahmet Erdem, Davide Gadioli, Gianluca Palermo, Cristina Silvano

Proceedings of the RAPIDO 2018 Workshop on Rapid Simulation and Performance Evaluation: Methods and Tools, 2018

Design Space Exploration for Orlando Ultra Low-Power Convolutional Neural Network SoC.

Ahmet Erdem, Cristina Silvano, Thomas Boesch, Andrea C. Ornstein, Surinder Pal Singh, Giuseppe Desoli

Proceedings of the 29th IEEE International Conference on Application-specific Systems, 2018

2016

Automatic Pruning of Autotuning Parameter Space for OpenCL Applications.

Ahmet Erdem, Gianluca Palermo, Cristina Silvano

Proceedings of the 1st International Workshop on RESource Awareness and Application Auto-tuning in Adaptive and heterogeNeous compuTing co-located with 19th International Conference on Design, 2016

2015

Semi-supervised gas detection in hyperspectral imaging.

Safak Ozturk, Yusuf Artan, Yunus Emre Esin, Mustafa Yaman, Ahmet Erdem

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Design of a Commercial Hybrid VTOL UAV System.

Ugur Ozdemir, Yucel Orkut Aktas, Aslihan Vuruskan, Yasin Dereli, Ahmed Farabi Tarhan, Karaca Demirbag, Ahmet Erdem, Ganime Duygu Kalaycioglu, Ibrahim Özkol, Gökhan Inalhan

J. Intell. Robotic Syst., 2014

Multi-robot Localization by Observation Merging.

Ahmet Erdem, H. Levent Akin

Proceedings of the RoboCup 2014: Robot World Cup XVIII [papers from the 18th Annual RoboCup International Symposium, 2014

2012

Urban area and building detection on high resolution multispectral satellite images using spatial statistics.

Yavuz Sahin, Mustafa Teke, Ahmet Erdem, H. Sebnem Düzgün

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012